Franck Thollard, Alexander Clark  Home/Search
Context Related
| issco.unige.ch/sta...rd.clark.icgi02.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: issco.unige.ch/staff/clar...index (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: This paper presents a machine learning approach to shallow parsing using techniques of grammatical inference. We first learn a deterministic probabilistic automaton that models the joint distribution of chunk and Part-of-speech tags, and then use this automaton as a transducer to find the most likely chunk tag sequence using a dynamic programming algorithm. The resulting transducers can also be combined with statistical P05' taggers. We also discuss an efficient means of incorporating... (Update)
Cited by: More
Probabilistic Finite-State Machines - Part II - Vidal, al. (Correct)
Active bibliography (related documents): More All
0.4: Learning Computational Grammars - Nerbonne, Belz, Cancedda.. (2001) (Correct)
0.3: Improving Chunking by Means of Lexical-Contextual.. - Pla, Molina, Prieto (2000) (Correct)
0.3: Language Understanding using Two-level Stochastic.. - Pla, Molina.. (2001) (Correct)
Similar documents based on text: More All
0.4: Probabilistic DFA Inference using Kullback-Leibler Divergence.. - Thollard (2000) (Correct)
0.4: Introduction to Special Issue on Machine Learning Approaches.. - Hammerton, al. (2002) (Correct)
0.3: Use of Grammatical Inference in Natural Speech Recognition - Thollard (Correct)
Related documents from co-citation: More All
2: the computational complexity of approximating distributions by probabilistic aut.. - Abe, Warmuth - 1992
BibTeX entry: (Update)
F. Thollard and A. Clark, "Shallow parsing using probabilistic grammatical inference," in Int. Coll. on Grammatical Inference, M. v. Z. P. Adriaans, H. Fernau, Ed., vol. 2484, ICGI. Amsterdam: Springer, September 2002, pp. 269--282. http://citeseer.ist.psu.edu/thollard02shallow.html More
@misc{ thollard02shallow,
author = "F. Thollard and A. Clark",
title = "Shallow parsing using probabilistic grammatical inference",
text = "F. Thollard and A. Clark, Shallow parsing using probabilistic grammatical
inference, in Int. Coll. on Grammatical Inference, M. v. Z. P. Adriaans,
H. Fernau, Ed., vol. 2484, ICGI. Amsterdam: Springer, September 2002, pp.
269--282.",
year = "2002",
url = "citeseer.ist.psu.edu/thollard02shallow.html" }
Citations (may not include all citations):657 Bagging predictors - Breiman - 1996
475 Building a large annotated corpus of english: the penn treeb.. - Marcus, Santorini et al. - 1993
274 Estimation of probabilities from sparse data for the languag.. (context) - Katz - 1987
57 the learnability of discrete distributions (context) - Kearns, Mansour et al. - 1994
57 Bayesian Learning of Probabilistic Language Models - Stolcke - 1994
51 Learning stochastic regular grammars by means of a state mer.. - Carrasco, Oncina - 1994
39 Speech and Language Processing: An Introduction to Natural L.. (context) - Jurafsky, Martin - 2000
34 the learnability and usage of acyclic probabilistic finite a.. - Ron, Singer et al. - 1995
28 Results of the Abbadingo one DFA learning competition and a .. - Lang, Pearlmutter et al. - 1998
28 Learning probabilistic automata with variable memory length - Ron, Singer et al. - 1994
15 Part-of-speech tagging using a variable memory markov model - Schiitze, Singer - 1994
12 Use of support vector learning for chunk identification - Kudoh, Matsumoto - 2000
12 A bit of progress in language modeling - Goodman - 2001
9 Noun phrase recognition by system combination - Kim - 2000
5 A context sensitive maximum likelihood approach to chunking - Johansson - 2000
4 Improving probabilistic grammatical inference core algorithm.. (context) - Thollard - 1975
3 An Integrated Statistical Model for Tagging and Chunking Unr.. - Pla, Molina et al. - 2000
1 Bagging and boosting a treebank parser (context) - Hederson, Brill - 2000
1 Transformation-based error-driven leaxning and natural langu.. (context) - Brill - 1995
1 TnT - a statistical paxt-of-speech tagger (context) - Brants - 2000
1 Incremental finite state paxsing (context) - Ait-Mokhtax, Chanod - 1997
1 Introduction to the conill-2000 shared task: Chunking (context) - Kim, Sabine - 2000
Documents on the same site (http://www.issco.unige.ch/staff/clark/index.html): More
Partially Supervised Learning of Morphology with Stochastic.. - Clark (Correct)
Memory-Based Learning of Morphology with Stochastic Transducers - Clark (2002) (Correct)
Learning Morphology with Pair Hidden Markov Models - Clark (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC